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Support appendpipecommand in PPL (opensearch-project#4602)
* add demos Signed-off-by: xinyual <[email protected]> * add missing column Signed-off-by: xinyual <[email protected]> * add appendpipe poc Signed-off-by: xinyual <[email protected]> * slighty change syntax Signed-off-by: xinyual <[email protected]> * add unresolved plan Signed-off-by: xinyual <[email protected]> * add IT Signed-off-by: xinyual <[email protected]> * add tests Signed-off-by: xinyual <[email protected]> * remove useless ut Signed-off-by: xinyual <[email protected]> * fix conflict Signed-off-by: xinyual <[email protected]> * remove useless code Signed-off-by: xinyual <[email protected]> * remove useless code Signed-off-by: xinyual <[email protected]> * remove useless code Signed-off-by: xinyual <[email protected]> * apply spotless Signed-off-by: xinyual <[email protected]> * remove useless chaneg Signed-off-by: xinyual <[email protected]> * add explain IT Signed-off-by: xinyual <[email protected]> * fix IT Signed-off-by: xinyual <[email protected]> * apply spotless Signed-off-by: xinyual <[email protected]> * add doc Signed-off-by: xinyual <[email protected]> * optimize doc Signed-off-by: xinyual <[email protected]> * add UT Signed-off-by: xinyual <[email protected]> * fix IT due to performance change Signed-off-by: xinyual <[email protected]> * add multiply children check Signed-off-by: xinyual <[email protected]> --------- Signed-off-by: xinyual <[email protected]>
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‎core/src/main/java/org/opensearch/sql/analysis/Analyzer.java‎

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@@ -60,6 +60,7 @@
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import org.opensearch.sql.ast.tree.Aggregation;
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import org.opensearch.sql.ast.tree.Append;
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import org.opensearch.sql.ast.tree.AppendCol;
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import org.opensearch.sql.ast.tree.AppendPipe;
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import org.opensearch.sql.ast.tree.Bin;
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import org.opensearch.sql.ast.tree.Chart;
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import org.opensearch.sql.ast.tree.CloseCursor;
@@ -833,6 +834,11 @@ public LogicalPlan visitAppendCol(AppendCol node, AnalysisContext context) {
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throw getOnlyForCalciteException("Appendcol");
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}
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@Override
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public LogicalPlan visitAppendPipe(AppendPipe node, AnalysisContext context) {
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throw getOnlyForCalciteException("AppendPipe");
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}
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@Override
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public LogicalPlan visitAppend(Append node, AnalysisContext context) {
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throw getOnlyForCalciteException("Append");

‎core/src/main/java/org/opensearch/sql/ast/AbstractNodeVisitor.java‎

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@@ -48,6 +48,7 @@
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import org.opensearch.sql.ast.tree.Aggregation;
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import org.opensearch.sql.ast.tree.Append;
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import org.opensearch.sql.ast.tree.AppendCol;
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import org.opensearch.sql.ast.tree.AppendPipe;
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import org.opensearch.sql.ast.tree.Bin;
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import org.opensearch.sql.ast.tree.Chart;
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import org.opensearch.sql.ast.tree.CloseCursor;
@@ -140,6 +141,10 @@ public T visitSearch(Search node, C context) {
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return visitChildren(node, context);
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}
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public T visitAppendPipe(AppendPipe node, C context) {
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return visitChildren(node, context);
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}
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public T visitFilter(Filter node, C context) {
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return visitChildren(node, context);
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}

‎core/src/main/java/org/opensearch/sql/ast/dsl/AstDSL.java‎

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@@ -49,6 +49,7 @@
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import org.opensearch.sql.ast.expression.WindowFunction;
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import org.opensearch.sql.ast.expression.Xor;
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import org.opensearch.sql.ast.tree.Aggregation;
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import org.opensearch.sql.ast.tree.AppendPipe;
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import org.opensearch.sql.ast.tree.Bin;
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import org.opensearch.sql.ast.tree.CountBin;
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import org.opensearch.sql.ast.tree.Dedupe;
@@ -563,6 +564,11 @@ public static Trendline trendline(
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return new Trendline(sortField, Arrays.asList(computations)).attach(input);
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}
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public static AppendPipe appendPipe(UnresolvedPlan input, UnresolvedPlan subquery) {
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return new AppendPipe(subquery).attach(input);
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}
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public static Trendline.TrendlineComputation computation(
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Integer numDataPoints, Field dataField, String alias, Trendline.TrendlineType type) {
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return new Trendline.TrendlineComputation(numDataPoints, dataField, alias, type);

‎core/src/main/java/org/opensearch/sql/ast/tree/AppendPipe.java‎

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/*
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* Copyright OpenSearch Contributors
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* SPDX-License-Identifier: Apache-2.0
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*/
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package org.opensearch.sql.ast.tree;
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import com.google.common.collect.ImmutableList;
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import java.util.List;
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import lombok.EqualsAndHashCode;
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import lombok.Getter;
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import lombok.Setter;
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import lombok.ToString;
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import org.opensearch.sql.ast.AbstractNodeVisitor;
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@Getter
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@Setter
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@ToString
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@EqualsAndHashCode(callSuper = false)
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public class AppendPipe extends UnresolvedPlan {
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private UnresolvedPlan subQuery;
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private UnresolvedPlan child;
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public AppendPipe(UnresolvedPlan subQuery) {
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this.subQuery = subQuery;
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}
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@Override
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public AppendPipe attach(UnresolvedPlan child) {
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this.child = child;
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return this;
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}
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@Override
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public List<UnresolvedPlan> getChild() {
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return this.child == null ? ImmutableList.of() : ImmutableList.of(this.child);
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}
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@Override
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public <T, C> T accept(AbstractNodeVisitor<T, C> nodeVisitor, C context) {
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return nodeVisitor.visitAppendPipe(this, context);
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}
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}

‎core/src/main/java/org/opensearch/sql/calcite/CalciteRelNodeVisitor.java‎

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@@ -105,6 +105,7 @@
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import org.opensearch.sql.ast.tree.Aggregation;
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import org.opensearch.sql.ast.tree.Append;
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import org.opensearch.sql.ast.tree.AppendCol;
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import org.opensearch.sql.ast.tree.AppendPipe;
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import org.opensearch.sql.ast.tree.Bin;
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import org.opensearch.sql.ast.tree.Chart;
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import org.opensearch.sql.ast.tree.CloseCursor;
@@ -246,6 +247,28 @@ public RelNode visitFilter(Filter node, CalcitePlanContext context) {
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return context.relBuilder.peek();
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}
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@Override
251+
public RelNode visitAppendPipe(AppendPipe node, CalcitePlanContext context) {
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visitChildren(node, context);
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UnresolvedPlan subqueryPlan = node.getSubQuery();
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UnresolvedPlan childNode = subqueryPlan;
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while (childNode.getChild() != null
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&& !childNode.getChild().isEmpty()
257+
&& !(childNode.getChild().getFirst() instanceof Values)) {
258+
if (childNode.getChild().size() > 1) {
259+
throw new RuntimeException("AppendPipe doesn't support multiply children subquery.");
260+
}
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childNode = (UnresolvedPlan) childNode.getChild().getFirst();
262+
}
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childNode.attach(node.getChild().getFirst());
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subqueryPlan.accept(this, context);
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RelNode subPipelineNode = context.relBuilder.build();
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RelNode mainNode = context.relBuilder.build();
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return mergeTableAndResolveColumnConflict(mainNode, subPipelineNode, context);
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}
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@Override
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public RelNode visitRegex(Regex node, CalcitePlanContext context) {
251274
visitChildren(node, context);
@@ -2121,9 +2144,13 @@ public RelNode visitAppend(Append node, CalcitePlanContext context) {
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// 3. Merge two query schemas using shared logic
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RelNode subsearchNode = context.relBuilder.build();
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RelNode mainNode = context.relBuilder.build();
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return mergeTableAndResolveColumnConflict(mainNode, subsearchNode, context);
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}
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private RelNode mergeTableAndResolveColumnConflict(
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RelNode mainNode, RelNode subqueryNode, CalcitePlanContext context) {
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// Use shared schema merging logic that handles type conflicts via field renaming
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List<RelNode> nodesToMerge = Arrays.asList(mainNode, subsearchNode);
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List<RelNode> nodesToMerge = Arrays.asList(mainNode, subqueryNode);
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List<RelNode> projectedNodes =
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SchemaUnifier.buildUnifiedSchemaWithConflictResolution(nodesToMerge, context);
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‎docs/user/ppl/cmd/appendpipe.rst‎

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=========
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appendpipe
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=========
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.. rubric:: Table of contents
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.. contents::
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:local:
9+
:depth: 2
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Description
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============
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| Using ``appendpipe`` command to appends the result of the subpipeline to the search results. Unlike a subsearch, the subpipeline is not run first.The subpipeline is run when the search reaches the appendpipe command.
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The command aligns columns with the same field names and types. For different column fields between the main search and sub-search, NULL values are filled in the respective rows.
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Version
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=======
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3.3.0
20+
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Syntax
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============
23+
appendpipe [<subpipeline>]
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* subpipeline: mandatory. A list of commands that are applied to the search results from the commands that occur in the search before the ``appendpipe`` command.
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27+
Example 1: Append rows from a total count to existing search result
28+
====================================================================================
29+
30+
This example appends rows from "total by gender" to "sum by gender, state" with merged column of same field name and type.
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PPL query::
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os> source=accounts | stats sum(age) as part by gender, state | sort -part | head 5 | appendpipe [ stats sum(part) as total by gender ];
35+
fetched rows / total rows = 6/6
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+------+--------+-------+-------+
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| part | gender | state | total |
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|------+--------+-------+-------|
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| 36 | M | TN | null |
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| 33 | M | MD | null |
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| 32 | M | IL | null |
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| 28 | F | VA | null |
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| null | F | null | 28 |
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| null | M | null | 101 |
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+------+--------+-------+-------+
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Example 2: Append rows with merged column names
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===============================================================
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This example appends rows from "count by gender" to "sum by gender, state".
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PPL query::
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os> source=accounts | stats sum(age) as total by gender, state | sort -total | head 5 | appendpipe [ stats sum(total) as total by gender ];
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fetched rows / total rows = 6/6
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+----------+--------+-------+
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| total | gender | state |
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|----------+--------+-------|
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| 36 | M | TN |
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| 33 | M | MD |
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| 32 | M | IL |
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| 28 | F | VA |
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| 28 | F | null |
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| 101 | M | null |
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+----------+--------+-------+
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Limitations
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===========
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* **Schema Compatibility**: Same as command ``append``, when fields with the same name exist between the main search and sub-search but have incompatible types, the query will fail with an error. To avoid type conflicts, ensure that fields with the same name have the same data type, or use different field names (e.g., by renaming with ``eval`` or using ``fields`` to select non-conflicting columns).

‎integ-test/src/test/java/org/opensearch/sql/calcite/remote/CalciteExplainIT.java‎

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@@ -894,6 +894,18 @@ public void testExplainAppendCommand() throws IOException {
894894
TEST_INDEX_BANK)));
895895
}
896896

897+
@Test
898+
public void testExplainAppendPipeCommand() throws IOException {
899+
String expected = loadExpectedPlan("explain_appendpipe_command.json");
900+
assertJsonEqualsIgnoreId(
901+
expected,
902+
explainQueryToString(
903+
String.format(
904+
Locale.ROOT,
905+
"source=%s | appendpipe [ stats count(balance) as cnt by gender ]",
906+
TEST_INDEX_BANK)));
907+
}
908+
897909
@Test
898910
public void testMvjoinExplain() throws IOException {
899911
String query =

‎integ-test/src/test/java/org/opensearch/sql/calcite/remote/CalcitePPLAppendPipeCommandIT.java‎

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/*
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* Copyright OpenSearch Contributors
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* SPDX-License-Identifier: Apache-2.0
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*/
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package org.opensearch.sql.calcite.remote;
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import static org.opensearch.sql.legacy.TestsConstants.TEST_INDEX_ACCOUNT;
9+
import static org.opensearch.sql.legacy.TestsConstants.TEST_INDEX_BANK;
10+
import static org.opensearch.sql.util.MatcherUtils.rows;
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import static org.opensearch.sql.util.MatcherUtils.schema;
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import static org.opensearch.sql.util.MatcherUtils.verifyDataRows;
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import static org.opensearch.sql.util.MatcherUtils.verifySchemaInOrder;
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import java.io.IOException;
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import java.util.Locale;
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import org.json.JSONObject;
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import org.junit.Test;
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import org.opensearch.sql.ppl.PPLIntegTestCase;
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public class CalcitePPLAppendPipeCommandIT extends PPLIntegTestCase {
22+
@Override
23+
public void init() throws Exception {
24+
super.init();
25+
enableCalcite();
26+
loadIndex(Index.ACCOUNT);
27+
loadIndex(Index.BANK);
28+
}
29+
30+
@Test
31+
public void testAppendPipe() throws IOException {
32+
JSONObject actual =
33+
executeQuery(
34+
String.format(
35+
Locale.ROOT,
36+
"source=%s | stats sum(age) as sum_age_by_gender by gender | appendpipe [ "
37+
+ " sort -sum_age_by_gender ] |"
38+
+ " head 5",
39+
TEST_INDEX_ACCOUNT));
40+
verifySchemaInOrder(actual, schema("sum_age_by_gender", "bigint"), schema("gender", "string"));
41+
verifyDataRows(actual, rows(14947, "F"), rows(15224, "M"), rows(15224, "M"), rows(14947, "F"));
42+
}
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44+
@Test
45+
public void testAppendDifferentIndex() throws IOException {
46+
JSONObject actual =
47+
executeQuery(
48+
String.format(
49+
Locale.ROOT,
50+
"source=%s | stats sum(age) as sum by gender | append [ source=%s | stats"
51+
+ " sum(age) as bank_sum_age ]",
52+
TEST_INDEX_ACCOUNT,
53+
TEST_INDEX_BANK));
54+
verifySchemaInOrder(
55+
actual,
56+
schema("sum", "bigint"),
57+
schema("gender", "string"),
58+
schema("bank_sum_age", "bigint"));
59+
verifyDataRows(actual, rows(14947, "F", null), rows(15224, "M", null), rows(null, null, 238));
60+
}
61+
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@Test
63+
public void testAppendpipeWithMergedColumn() throws IOException {
64+
JSONObject actual =
65+
executeQuery(
66+
String.format(
67+
Locale.ROOT,
68+
"source=%s | stats sum(age) as sum by gender |"
69+
+ " appendpipe [ stats sum(sum) as sum ] | head 5",
70+
TEST_INDEX_ACCOUNT,
71+
TEST_INDEX_ACCOUNT));
72+
verifySchemaInOrder(actual, schema("sum", "bigint"), schema("gender", "string"));
73+
verifyDataRows(actual, rows(14947, "F"), rows(15224, "M"), rows(30171, null));
74+
}
75+
76+
@Test
77+
public void testAppendpipeWithConflictTypeColumn() throws IOException {
78+
Exception exception =
79+
assertThrows(
80+
Exception.class,
81+
() ->
82+
executeQuery(
83+
String.format(
84+
Locale.ROOT,
85+
"source=%s | stats sum(age) as sum by gender | appendpipe [ eval sum ="
86+
+ " cast(sum as double) ] | head 5",
87+
TEST_INDEX_ACCOUNT)));
88+
assertTrue(exception.getMessage().contains("due to incompatible types"));
89+
}
90+
}

‎integ-test/src/test/resources/expectedOutput/calcite/explain_appendpipe_command.json‎

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{
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"calcite": {
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"logical":"LogicalSystemLimit(fetch=[10000], type=[QUERY_SIZE_LIMIT])\n LogicalProject(account_number=[$0], firstname=[$1], address=[$2], birthdate=[$3], gender=[$4], city=[$5], lastname=[$6], balance=[$7], employer=[$8], state=[$9], age=[$10], email=[$11], male=[$12], cnt=[$19])\n LogicalUnion(all=[true])\n LogicalProject(account_number=[$0], firstname=[$1], address=[$2], birthdate=[$3], gender=[$4], city=[$5], lastname=[$6], balance=[$7], employer=[$8], state=[$9], age=[$10], email=[$11], male=[$12], _id=[$13], _index=[$14], _score=[$15], _maxscore=[$16], _sort=[$17], _routing=[$18], cnt=[null:BIGINT])\n CalciteLogicalIndexScan(table=[[OpenSearch, opensearch-sql_test_index_bank]])\n LogicalProject(account_number=[null:BIGINT], firstname=[null:VARCHAR], address=[null:VARCHAR], birthdate=[null:EXPR_TIMESTAMP VARCHAR], gender=[$0], city=[null:VARCHAR], lastname=[null:VARCHAR], balance=[null:BIGINT], employer=[null:VARCHAR], state=[null:VARCHAR], age=[null:INTEGER], email=[null:VARCHAR], male=[null:BOOLEAN], _id=[null:VARCHAR], _index=[null:VARCHAR], _score=[null:REAL], _maxscore=[null:REAL], _sort=[null:BIGINT], _routing=[null:VARCHAR], cnt=[$1])\n LogicalAggregate(group=[{0}], cnt=[COUNT($1)])\n LogicalProject(gender=[$4], balance=[$7])\n CalciteLogicalIndexScan(table=[[OpenSearch, opensearch-sql_test_index_bank]])\n",
4+
"physical":"EnumerableLimit(fetch=[10000])\n EnumerableUnion(all=[true])\n EnumerableCalc(expr#0..12=[{inputs}], expr#13=[null:BIGINT], proj#0..13=[{exprs}])\n CalciteEnumerableIndexScan(table=[[OpenSearch, opensearch-sql_test_index_bank]], PushDownContext=[[PROJECT->[account_number, firstname, address, birthdate, gender, city, lastname, balance, employer, state, age, email, male], LIMIT->10000], OpenSearchRequestBuilder(sourceBuilder={\"from\":0,\"size\":10000,\"timeout\":\"1m\",\"_source\":{\"includes\":[\"account_number\",\"firstname\",\"address\",\"birthdate\",\"gender\",\"city\",\"lastname\",\"balance\",\"employer\",\"state\",\"age\",\"email\",\"male\"],\"excludes\":[]}}, requestedTotalSize=10000, pageSize=null, startFrom=0)])\n EnumerableCalc(expr#0..1=[{inputs}], expr#2=[null:BIGINT], expr#3=[null:VARCHAR], expr#4=[null:EXPR_TIMESTAMP VARCHAR], expr#5=[null:INTEGER], expr#6=[null:BOOLEAN], account_number=[$t2], firstname=[$t3], address=[$t3], birthdate=[$t4], gender=[$t0], city=[$t3], lastname=[$t3], balance=[$t2], employer=[$t3], state=[$t3], age=[$t5], email=[$t3], male=[$t6], cnt=[$t1])\n CalciteEnumerableIndexScan(table=[[OpenSearch, opensearch-sql_test_index_bank]], PushDownContext=[[AGGREGATION->rel#:LogicalAggregate.NONE.[](input=RelSubset#,group={0},cnt=COUNT($1)), LIMIT->10000], OpenSearchRequestBuilder(sourceBuilder={\"from\":0,\"size\":0,\"timeout\":\"1m\",\"aggregations\":{\"composite_buckets\":{\"composite\":{\"size\":1000,\"sources\":[{\"gender\":{\"terms\":{\"field\":\"gender.keyword\",\"missing_bucket\":true,\"missing_order\":\"first\",\"order\":\"asc\"}}}]},\"aggregations\":{\"cnt\":{\"value_count\":{\"field\":\"balance\"}}}}}}, requestedTotalSize=2147483647, pageSize=null, startFrom=0)])\n"
5+
}
6+
}

‎integ-test/src/test/resources/expectedOutput/calcite_no_pushdown/explain_appendpipe_command.json‎

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{
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"calcite": {
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"logical":"LogicalSystemLimit(fetch=[10000], type=[QUERY_SIZE_LIMIT])\n LogicalProject(account_number=[$0], firstname=[$1], address=[$2], birthdate=[$3], gender=[$4], city=[$5], lastname=[$6], balance=[$7], employer=[$8], state=[$9], age=[$10], email=[$11], male=[$12], cnt=[$19])\n LogicalUnion(all=[true])\n LogicalProject(account_number=[$0], firstname=[$1], address=[$2], birthdate=[$3], gender=[$4], city=[$5], lastname=[$6], balance=[$7], employer=[$8], state=[$9], age=[$10], email=[$11], male=[$12], _id=[$13], _index=[$14], _score=[$15], _maxscore=[$16], _sort=[$17], _routing=[$18], cnt=[null:BIGINT])\n CalciteLogicalIndexScan(table=[[OpenSearch, opensearch-sql_test_index_bank]])\n LogicalProject(account_number=[null:BIGINT], firstname=[null:VARCHAR], address=[null:VARCHAR], birthdate=[null:EXPR_TIMESTAMP VARCHAR], gender=[$0], city=[null:VARCHAR], lastname=[null:VARCHAR], balance=[null:BIGINT], employer=[null:VARCHAR], state=[null:VARCHAR], age=[null:INTEGER], email=[null:VARCHAR], male=[null:BOOLEAN], _id=[null:VARCHAR], _index=[null:VARCHAR], _score=[null:REAL], _maxscore=[null:REAL], _sort=[null:BIGINT], _routing=[null:VARCHAR], cnt=[$1])\n LogicalAggregate(group=[{0}], cnt=[COUNT($1)])\n LogicalProject(gender=[$4], balance=[$7])\n CalciteLogicalIndexScan(table=[[OpenSearch, opensearch-sql_test_index_bank]])\n",
4+
"physical":"EnumerableLimit(fetch=[10000])\n EnumerableUnion(all=[true])\n EnumerableCalc(expr#0..18=[{inputs}], expr#19=[null:BIGINT], proj#0..12=[{exprs}], cnt=[$t19])\n CalciteEnumerableIndexScan(table=[[OpenSearch, opensearch-sql_test_index_bank]])\n EnumerableCalc(expr#0..1=[{inputs}], expr#2=[null:BIGINT], expr#3=[null:VARCHAR], expr#4=[null:EXPR_TIMESTAMP VARCHAR], expr#5=[null:INTEGER], expr#6=[null:BOOLEAN], account_number=[$t2], firstname=[$t3], address=[$t3], birthdate=[$t4], gender=[$t0], city=[$t3], lastname=[$t3], balance=[$t2], employer=[$t3], state=[$t3], age=[$t5], email=[$t3], male=[$t6], cnt=[$t1])\n EnumerableAggregate(group=[{4}], cnt=[COUNT($7)])\n CalciteEnumerableIndexScan(table=[[OpenSearch, opensearch-sql_test_index_bank]])\n"
5+
}
6+
}

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